The r-k class estimator in generalized linear models applicable with simulation and empirical study using a Poisson and Gamma responses

DOI10.15672/hujms.715206zbMath1488.62116OpenAlexW3124576698MaRDI QIDQ5165054

Revan Özkale, Atif Abbasi

Publication date: 15 November 2021

Published in: Hacettepe Journal of Mathematics and Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.15672/hujms.715206

zbMATH Keywords

maximum likelihood estimatorprincipal component regression\(r\)-\(k\) class estimatorridge estimatorGammareduction ratePoisson data

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Ridge regression; shrinkage estimators (Lasso) (62J07) Point estimation (62F10) Generalized linear models (logistic models) (62J12)

Related Items (1)

Iterative restricted OK estimator in generalized linear models and the selection of tuning parameters via MSE and genetic algorithm

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